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Fal Image Edit
Content
AI-powered image editing with style transfer and object removal using Fal.ai.
Code Simplifier
Development
Reviews recently modified code to simplify and refine it, improving clarity, consistency, and maintainability without changing functionality. Helps after writing or editing code to automatically apply project best practices and reduce unnecessary complexity.
Checkpoint: Save & Restore State
Development
Mid-task rollback points to save/restore state before risky operations like refactors, migrations, or destructive edits.
Slack to GitHub Issue
Documentation
Fetches a Slack message or thread and creates a well-structured GitHub issue in Pulumi docs or registry repositories. Parses Slack URLs and uses Slack tools to retrieve content.
Project Documentation Validation
Documentation
Validates project documentation by running standard or deep checks on all documents. Reports issues grouped by severity (errors, warnings) and offers to fix them automatically. Helps maintain documentation quality and consistency.
PyDESeq2: Differential Expression Analysis
Data & AI
Perform differential gene expression analysis from bulk RNA-seq count data using PyDESeq2, including Wald tests, multiple testing correction, and visualization.
Cosmetic Product Verification
Testing
Fact-checking skill to verify cosmetic product information authenticity. Validates official sources and cross-references prices across authorized retailers.
Novel to Game Adaptation
Development
Orchestrates the full adaptation of a novel into a playable game, from concept and design to build and evidence-based QA. Supports any language and multiple finish levels.
Test Retry Configuration
Testing
Automated assistance for configuring test retries, including best practices and code examples.
Skill Check
Development
Validates and reviews skills against the Agent Skills specification. Checks YAML syntax, naming conventions, description quality, file structure, and best practices.
Using the three UI layers in this repo
Development
How to choose between @backstage/ui (bui), @backstage/core-components, and Material UI v4 when building UI components in this repo. Covers usage rules, setup, and common components.
Threat Modeling Expert
Security
Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction.